MERLIN uses key moments to route multi-state linear attention
Reported long-context QA gains are +8.3 and +7.0 points on Gated DeltaNet-1.3B and Mamba-2-780M, with larger LongBench lifts.
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Stories tagged #merlin
Think Before You Link: Rarity, Reasoning, and Retrieval in Multilingual Entity Linking
Training-free reasoning-plus-retrieval framework lifts multilingual multimodal entity linking accuracy by 6.9% overall and up to 23.3% on rare entities.